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Object Detection Playground

Some experiments I make with object detection models just for fun.

Some ideas

  • Implement YOLOv1 from scratch.
  • Implement YOLOv7 from scratch.
  • Implement DETR from scratch.
  • Knowledge distillation from DETR to a YOLO model.
    • Student pruning.
    • Student quantization.